Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 12679 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.1 MiB |
| Average record size in memory | 257.7 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 6 |
date has a high cardinality: 1287 distinct values | High cardinality |
home_name has a high cardinality: 146 distinct values | High cardinality |
away_name has a high cardinality: 146 distinct values | High cardinality |
gameID is highly overall correlated with season | High correlation |
season is highly overall correlated with gameID | High correlation |
homeTeamID is highly overall correlated with awayTeamID and 1 other fields | High correlation |
awayTeamID is highly overall correlated with homeTeamID and 1 other fields | High correlation |
homeGoals is highly overall correlated with xGoals_home and 1 other fields | High correlation |
awayGoals is highly overall correlated with xGoals_away and 1 other fields | High correlation |
xGoals_home is highly overall correlated with homeGoals and 2 other fields | High correlation |
shots_home is highly overall correlated with xGoals_home and 3 other fields | High correlation |
shotsOnTarget_home is highly overall correlated with homeGoals and 2 other fields | High correlation |
deep_home is highly overall correlated with shots_home | High correlation |
corners_home is highly overall correlated with shots_home | High correlation |
xGoals_away is highly overall correlated with awayGoals and 2 other fields | High correlation |
shots_away is highly overall correlated with xGoals_away and 2 other fields | High correlation |
shotsOnTarget_away is highly overall correlated with awayGoals and 2 other fields | High correlation |
deep_away is highly overall correlated with shots_away | High correlation |
result_away is highly overall correlated with result_home | High correlation |
result_home is highly overall correlated with result_away | High correlation |
liga is highly overall correlated with homeTeamID and 1 other fields | High correlation |
gameID has unique values | Unique |
homeGoals has 2942 (23.2%) zeros | Zeros |
awayGoals has 4030 (31.8%) zeros | Zeros |
shotsOnTarget_home has 228 (1.8%) zeros | Zeros |
deep_home has 230 (1.8%) zeros | Zeros |
corners_home has 187 (1.5%) zeros | Zeros |
shotsOnTarget_away has 431 (3.4%) zeros | Zeros |
deep_away has 475 (3.7%) zeros | Zeros |
corners_away has 356 (2.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-23 23:07:28.026606 |
|---|---|
| Analysis finished | 2023-02-23 23:08:11.424058 |
| Duration | 43.4 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
gameID
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 12679 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7877.6278 |
| Minimum | 81 |
|---|---|
| Maximum | 16135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 714.9 |
| Q1 | 3812.5 |
| median | 7981 |
| Q3 | 12023.5 |
| 95-th percentile | 15501.1 |
| Maximum | 16135 |
| Range | 16054 |
| Interquartile range (IQR) | 8211 |
Descriptive statistics
| Standard deviation | 4753.9531 |
|---|---|
| Coefficient of variation (CV) | 0.60347521 |
| Kurtosis | -1.1924522 |
| Mean | 7877.6278 |
| Median Absolute Deviation (MAD) | 4106 |
| Skewness | 0.069888227 |
| Sum | 99880443 |
| Variance | 22600070 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 81 | 1 | < 0.1% |
| 5688 | 1 | < 0.1% |
| 5690 | 1 | < 0.1% |
| 5691 | 1 | < 0.1% |
| 5692 | 1 | < 0.1% |
| 5693 | 1 | < 0.1% |
| 5694 | 1 | < 0.1% |
| 5695 | 1 | < 0.1% |
| 5696 | 1 | < 0.1% |
| 5697 | 1 | < 0.1% |
| Other values (12669) | 12669 |
| Value | Count | Frequency (%) |
| 81 | 1 | |
| 82 | 1 | |
| 83 | 1 | |
| 84 | 1 | |
| 85 | 1 | |
| 86 | 1 | |
| 87 | 1 | |
| 88 | 1 | |
| 89 | 1 | |
| 90 | 1 |
| Value | Count | Frequency (%) |
| 16135 | 1 | |
| 16134 | 1 | |
| 16133 | 1 | |
| 16132 | 1 | |
| 16131 | 1 | |
| 16130 | 1 | |
| 16129 | 1 | |
| 16128 | 1 | |
| 16127 | 1 | |
| 16126 | 1 |
season
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.9841 |
| Minimum | 2014 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 2014 |
|---|---|
| 5-th percentile | 2014 |
| Q1 | 2015 |
| median | 2017 |
| Q3 | 2019 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0001541 |
|---|---|
| Coefficient of variation (CV) | 0.00099165582 |
| Kurtosis | -1.2439111 |
| Mean | 2016.9841 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.015825782 |
| Sum | 25573342 |
| Variance | 4.0006163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2015 | 1826 | |
| 2014 | 1826 | |
| 2018 | 1826 | |
| 2020 | 1826 | |
| 2016 | 1825 | |
| 2017 | 1825 | |
| 2019 | 1725 |
| Value | Count | Frequency (%) |
| 2014 | 1826 | |
| 2015 | 1826 | |
| 2016 | 1825 | |
| 2017 | 1825 | |
| 2018 | 1826 | |
| 2019 | 1725 | |
| 2020 | 1826 |
| Value | Count | Frequency (%) |
| 2020 | 1826 | |
| 2019 | 1725 | |
| 2018 | 1826 | |
| 2017 | 1825 | |
| 2016 | 1825 | |
| 2015 | 1826 | |
| 2014 | 1826 |
date
Categorical
| Distinct | 1287 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 198.1 KiB |
| 2018-12-22 | 37 |
|---|---|
| 2015-04-04 | 34 |
| 2017-04-15 | 34 |
| 2015-05-23 | 31 |
| 2021-05-16 | 31 |
| Other values (1282) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 126790 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 171 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | 2015-08-08 |
|---|---|
| 2nd row | 2015-08-08 |
| 3rd row | 2015-08-08 |
| 4th row | 2015-08-08 |
| 5th row | 2015-08-08 |
Common Values
| Value | Count | Frequency (%) |
| 2018-12-22 | 37 | 0.3% |
| 2015-04-04 | 34 | 0.3% |
| 2017-04-15 | 34 | 0.3% |
| 2015-05-23 | 31 | 0.2% |
| 2021-05-16 | 31 | 0.2% |
| 2019-12-21 | 30 | 0.2% |
| 2018-03-31 | 30 | 0.2% |
| 2019-05-18 | 30 | 0.2% |
| 2020-12-16 | 29 | 0.2% |
| 2019-04-20 | 29 | 0.2% |
| Other values (1277) | 12364 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2018-12-22 | 37 | 0.3% |
| 2017-04-15 | 34 | 0.3% |
| 2015-04-04 | 34 | 0.3% |
| 2015-05-23 | 31 | 0.2% |
| 2021-05-16 | 31 | 0.2% |
| 2019-12-21 | 30 | 0.2% |
| 2018-03-31 | 30 | 0.2% |
| 2019-05-18 | 30 | 0.2% |
| 2018-05-12 | 29 | 0.2% |
| 2019-05-12 | 29 | 0.2% |
| Other values (1277) | 12364 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29162 | |
| - | 25358 | |
| 2 | 24023 | |
| 1 | 23018 | |
| 9 | 4359 | 3.4% |
| 5 | 4030 | 3.2% |
| 8 | 3804 | 3.0% |
| 4 | 3528 | 2.8% |
| 7 | 3257 | 2.6% |
| 6 | 3216 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 101432 | |
| Dash Punctuation | 25358 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29162 | |
| 2 | 24023 | |
| 1 | 23018 | |
| 9 | 4359 | 4.3% |
| 5 | 4030 | 4.0% |
| 8 | 3804 | 3.8% |
| 4 | 3528 | 3.5% |
| 7 | 3257 | 3.2% |
| 6 | 3216 | 3.2% |
| 3 | 3035 | 3.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 25358 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 126790 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29162 | |
| - | 25358 | |
| 2 | 24023 | |
| 1 | 23018 | |
| 9 | 4359 | 3.4% |
| 5 | 4030 | 3.2% |
| 8 | 3804 | 3.0% |
| 4 | 3528 | 2.8% |
| 7 | 3257 | 2.6% |
| 6 | 3216 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 126790 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29162 | |
| - | 25358 | |
| 2 | 24023 | |
| 1 | 23018 | |
| 9 | 4359 | 3.4% |
| 5 | 4030 | 3.2% |
| 8 | 3804 | 3.0% |
| 4 | 3528 | 2.8% |
| 7 | 3257 | 2.6% |
| 6 | 3216 | 2.5% |
homeTeamID
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.3225 |
| Minimum | 71 |
|---|---|
| Maximum | 262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 101 |
| median | 132 |
| Q3 | 163 |
| 95-th percentile | 225 |
| Maximum | 262 |
| Range | 191 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 42.758873 |
|---|---|
| Coefficient of variation (CV) | 0.31597755 |
| Kurtosis | -0.08680446 |
| Mean | 135.3225 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.63136843 |
| Sum | 1715754 |
| Variance | 1828.3212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 89 | 133 | 1.0% |
| 102 | 133 | 1.0% |
| 156 | 133 | 1.0% |
| 150 | 133 | 1.0% |
| 152 | 133 | 1.0% |
| 140 | 133 | 1.0% |
| 154 | 133 | 1.0% |
| 147 | 133 | 1.0% |
| 96 | 133 | 1.0% |
| 98 | 133 | 1.0% |
| Other values (136) | 11349 |
| Value | Count | Frequency (%) |
| 71 | 76 | |
| 72 | 133 | |
| 73 | 95 | |
| 74 | 133 | |
| 75 | 133 | |
| 76 | 95 | |
| 77 | 57 | |
| 78 | 133 | |
| 79 | 38 | 0.3% |
| 80 | 133 |
| Value | Count | Frequency (%) |
| 262 | 17 | |
| 261 | 19 | |
| 260 | 19 | |
| 245 | 19 | |
| 243 | 19 | |
| 242 | 19 | |
| 241 | 33 | |
| 240 | 34 | |
| 239 | 19 | |
| 238 | 38 |
awayTeamID
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.33047 |
| Minimum | 71 |
|---|---|
| Maximum | 262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 101 |
| median | 132 |
| Q3 | 163 |
| 95-th percentile | 225 |
| Maximum | 262 |
| Range | 191 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 42.768069 |
|---|---|
| Coefficient of variation (CV) | 0.3160269 |
| Kurtosis | -0.08810798 |
| Mean | 135.33047 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.63125208 |
| Sum | 1715855 |
| Variance | 1829.1077 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 82 | 133 | 1.0% |
| 138 | 133 | 1.0% |
| 156 | 133 | 1.0% |
| 154 | 133 | 1.0% |
| 152 | 133 | 1.0% |
| 148 | 133 | 1.0% |
| 146 | 133 | 1.0% |
| 95 | 133 | 1.0% |
| 140 | 133 | 1.0% |
| 99 | 133 | 1.0% |
| Other values (136) | 11349 |
| Value | Count | Frequency (%) |
| 71 | 76 | |
| 72 | 133 | |
| 73 | 95 | |
| 74 | 133 | |
| 75 | 133 | |
| 76 | 95 | |
| 77 | 57 | |
| 78 | 133 | |
| 79 | 38 | 0.3% |
| 80 | 133 |
| Value | Count | Frequency (%) |
| 262 | 17 | |
| 261 | 19 | |
| 260 | 19 | |
| 245 | 19 | |
| 243 | 19 | |
| 242 | 19 | |
| 241 | 33 | |
| 240 | 34 | |
| 239 | 19 | |
| 238 | 38 |
homeGoals
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5333228 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2942 |
| Zeros (%) | 23.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.306713 |
|---|---|
| Coefficient of variation (CV) | 0.85220999 |
| Kurtosis | 1.3422552 |
| Mean | 1.5333228 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.99088635 |
| Sum | 19441 |
| Variance | 1.7074989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 4086 | |
| 2 | 3099 | |
| 0 | 2942 | |
| 3 | 1571 | 12.4% |
| 4 | 620 | 4.9% |
| 5 | 249 | 2.0% |
| 6 | 83 | 0.7% |
| 7 | 16 | 0.1% |
| 8 | 9 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 1 | 4086 | |
| 2 | 3099 | |
| 3 | 1571 | 12.4% |
| 4 | 620 | 4.9% |
| 5 | 249 | 2.0% |
| 6 | 83 | 0.7% |
| 7 | 16 | 0.1% |
| 8 | 9 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 9 | 0.1% |
| 7 | 16 | 0.1% |
| 6 | 83 | 0.7% |
| 5 | 249 | 2.0% |
| 4 | 620 | 4.9% |
| 3 | 1571 | 12.4% |
| 2 | 3099 | |
| 1 | 4086 |
awayGoals
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2067198 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 4030 |
| Zeros (%) | 31.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1677148 |
|---|---|
| Coefficient of variation (CV) | 0.96767689 |
| Kurtosis | 1.645067 |
| Mean | 1.2067198 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1223221 |
| Sum | 15300 |
| Variance | 1.3635579 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 4458 | |
| 0 | 4030 | |
| 2 | 2522 | |
| 3 | 1108 | 8.7% |
| 4 | 395 | 3.1% |
| 5 | 122 | 1.0% |
| 6 | 31 | 0.2% |
| 7 | 8 | 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4030 | |
| 1 | 4458 | |
| 2 | 2522 | |
| 3 | 1108 | 8.7% |
| 4 | 395 | 3.1% |
| 5 | 122 | 1.0% |
| 6 | 31 | 0.2% |
| 7 | 8 | 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 8 | 0.1% |
| 6 | 31 | 0.2% |
| 5 | 122 | 1.0% |
| 4 | 395 | 3.1% |
| 3 | 1108 | 8.7% |
| 2 | 2522 | |
| 1 | 4458 | |
| 0 | 4030 |
home_club_id
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1208.8102 |
| Minimum | 3 |
|---|---|
| Maximum | 23826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 148 |
| median | 533 |
| Q3 | 1041 |
| 95-th percentile | 4171 |
| Maximum | 23826 |
| Range | 23823 |
| Interquartile range (IQR) | 893 |
Descriptive statistics
| Standard deviation | 2748.488 |
|---|---|
| Coefficient of variation (CV) | 2.2737135 |
| Kurtosis | 37.571993 |
| Mean | 1208.8102 |
| Median Absolute Deviation (MAD) | 460 |
| Skewness | 5.6862513 |
| Sum | 15326504 |
| Variance | 7554186.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 985 | 133 | 1.0% |
| 1038 | 133 | 1.0% |
| 1533 | 133 | 1.0% |
| 418 | 133 | 1.0% |
| 940 | 133 | 1.0% |
| 681 | 133 | 1.0% |
| 1050 | 133 | 1.0% |
| 621 | 133 | 1.0% |
| 398 | 133 | 1.0% |
| 506 | 133 | 1.0% |
| Other values (136) | 11349 |
| Value | Count | Frequency (%) |
| 3 | 102 | |
| 4 | 17 | 0.1% |
| 5 | 133 | |
| 10 | 17 | 0.1% |
| 11 | 133 | |
| 12 | 133 | |
| 13 | 133 | |
| 15 | 119 | |
| 16 | 119 | |
| 18 | 119 |
| Value | Count | Frequency (%) |
| 23826 | 85 | |
| 16795 | 95 | |
| 14171 | 19 | 0.1% |
| 12321 | 38 | 0.3% |
| 8970 | 38 | 0.3% |
| 6574 | 133 | |
| 6195 | 133 | |
| 5358 | 38 | 0.3% |
| 4795 | 34 | 0.3% |
| 4171 | 38 | 0.3% |
away_club_id
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1208.6161 |
| Minimum | 3 |
|---|---|
| Maximum | 23826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 148 |
| median | 533 |
| Q3 | 1041 |
| 95-th percentile | 4171 |
| Maximum | 23826 |
| Range | 23823 |
| Interquartile range (IQR) | 893 |
Descriptive statistics
| Standard deviation | 2748.521 |
|---|---|
| Coefficient of variation (CV) | 2.274106 |
| Kurtosis | 37.571659 |
| Mean | 1208.6161 |
| Median Absolute Deviation (MAD) | 460 |
| Skewness | 5.6862478 |
| Sum | 15324043 |
| Variance | 7554367.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 148 | 133 | 1.0% |
| 368 | 133 | 1.0% |
| 1533 | 133 | 1.0% |
| 1050 | 133 | 1.0% |
| 940 | 133 | 1.0% |
| 131 | 133 | 1.0% |
| 1049 | 133 | 1.0% |
| 12 | 133 | 1.0% |
| 681 | 133 | 1.0% |
| 410 | 133 | 1.0% |
| Other values (136) | 11349 |
| Value | Count | Frequency (%) |
| 3 | 102 | |
| 4 | 17 | 0.1% |
| 5 | 133 | |
| 10 | 17 | 0.1% |
| 11 | 133 | |
| 12 | 133 | |
| 13 | 133 | |
| 15 | 119 | |
| 16 | 119 | |
| 18 | 119 |
| Value | Count | Frequency (%) |
| 23826 | 85 | |
| 16795 | 95 | |
| 14171 | 19 | 0.1% |
| 12321 | 38 | 0.3% |
| 8970 | 38 | 0.3% |
| 6574 | 133 | |
| 6195 | 133 | |
| 5358 | 38 | 0.3% |
| 4795 | 34 | 0.3% |
| 4171 | 38 | 0.3% |
result_away
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 198.1 KiB |
| L | |
|---|---|
| W | |
| D |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12679 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | L |
|---|---|
| 2nd row | W |
| 3rd row | D |
| 4th row | L |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| L | 5654 | |
| W | 3854 | |
| D | 3171 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| l | 5654 | |
| w | 3854 | |
| d | 3171 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 5654 | |
| W | 3854 | |
| D | 3171 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 12679 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 5654 | |
| W | 3854 | |
| D | 3171 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12679 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 5654 | |
| W | 3854 | |
| D | 3171 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12679 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 5654 | |
| W | 3854 | |
| D | 3171 |
result_home
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 198.1 KiB |
| W | |
|---|---|
| L | |
| D |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12679 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | W |
|---|---|
| 2nd row | L |
| 3rd row | D |
| 4th row | W |
| 5th row | L |
Common Values
| Value | Count | Frequency (%) |
| W | 5654 | |
| L | 3854 | |
| D | 3171 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| w | 5654 | |
| l | 3854 | |
| d | 3171 |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 5654 | |
| L | 3854 | |
| D | 3171 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 12679 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 5654 | |
| L | 3854 | |
| D | 3171 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12679 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 5654 | |
| L | 3854 | |
| D | 3171 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12679 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 5654 | |
| L | 3854 | |
| D | 3171 |
liga
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 198.1 KiB |
| Premier League | |
|---|---|
| Serie A | |
| La Liga | |
| Ligue 1 | |
| Bundesliga |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 8.9753924 |
| Min length | 7 |
Characters and Unicode
| Total characters | 113799 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Premier League |
|---|---|
| 2nd row | Premier League |
| 3rd row | Premier League |
| 4th row | Premier League |
| 5th row | Premier League |
Common Values
| Value | Count | Frequency (%) |
| Premier League | 2660 | |
| Serie A | 2660 | |
| La Liga | 2660 | |
| Ligue 1 | 2557 | |
| Bundesliga | 2142 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| premier | 2660 | |
| league | 2660 | |
| serie | 2660 | |
| a | 2660 | |
| la | 2660 | |
| liga | 2660 | |
| ligue | 2557 | |
| 1 | 2557 | |
| bundesliga | 2142 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 20659 | |
| i | 12679 | |
| 10537 | ||
| L | 10537 | |
| a | 10122 | |
| g | 10019 | |
| r | 7980 | 7.0% |
| u | 7359 | 6.5% |
| S | 2660 | 2.3% |
| A | 2660 | 2.3% |
| Other values (8) | 18587 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 80046 | |
| Uppercase Letter | 20659 | 18.2% |
| Space Separator | 10537 | 9.3% |
| Decimal Number | 2557 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 20659 | |
| i | 12679 | |
| a | 10122 | |
| g | 10019 | |
| r | 7980 | 10.0% |
| u | 7359 | 9.2% |
| m | 2660 | 3.3% |
| n | 2142 | 2.7% |
| d | 2142 | 2.7% |
| s | 2142 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 10537 | |
| S | 2660 | 12.9% |
| A | 2660 | 12.9% |
| P | 2660 | 12.9% |
| B | 2142 | 10.4% |
Space Separator
| Value | Count | Frequency (%) |
| 10537 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2557 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 100705 | |
| Common | 13094 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 20659 | |
| i | 12679 | |
| L | 10537 | |
| a | 10122 | |
| g | 10019 | |
| r | 7980 | 7.9% |
| u | 7359 | 7.3% |
| S | 2660 | 2.6% |
| A | 2660 | 2.6% |
| P | 2660 | 2.6% |
| Other values (6) | 13370 |
Common
| Value | Count | Frequency (%) |
| 10537 | ||
| 1 | 2557 | 19.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 20659 | |
| i | 12679 | |
| 10537 | ||
| L | 10537 | |
| a | 10122 | |
| g | 10019 | |
| r | 7980 | 7.0% |
| u | 7359 | 6.5% |
| S | 2660 | 2.3% |
| A | 2660 | 2.3% |
| Other values (8) | 18587 |
home_name
Categorical
| Distinct | 146 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 198.1 KiB |
| Manchester United | 133 |
|---|---|
| Sampdoria | 133 |
| Eibar | 133 |
| Real Madrid | 133 |
| Celta Vigo | 133 |
| Other values (141) |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 9.3648553 |
| Min length | 4 |
Characters and Unicode
| Total characters | 118737 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manchester United |
|---|---|
| 2nd row | Bournemouth |
| 3rd row | Everton |
| 4th row | Leicester |
| 5th row | Norwich |
Common Values
| Value | Count | Frequency (%) |
| Manchester United | 133 | 1.0% |
| Sampdoria | 133 | 1.0% |
| Eibar | 133 | 1.0% |
| Real Madrid | 133 | 1.0% |
| Celta Vigo | 133 | 1.0% |
| Real Sociedad | 133 | 1.0% |
| Villarreal | 133 | 1.0% |
| Athletic Club | 133 | 1.0% |
| Lazio | 133 | 1.0% |
| Juventus | 133 | 1.0% |
| Other values (136) | 11349 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| real | 437 | 2.5% |
| united | 285 | 1.7% |
| manchester | 266 | 1.5% |
| madrid | 266 | 1.5% |
| borussia | 238 | 1.4% |
| west | 228 | 1.3% |
| berlin | 153 | 0.9% |
| arsenal | 133 | 0.8% |
| atalanta | 133 | 0.8% |
| sevilla | 133 | 0.8% |
| Other values (178) | 14905 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12105 | 10.2% |
| a | 11922 | 10.0% |
| n | 8273 | 7.0% |
| r | 7782 | 6.6% |
| i | 7487 | 6.3% |
| o | 7380 | 6.2% |
| l | 6854 | 5.8% |
| t | 6468 | 5.4% |
| s | 5053 | 4.3% |
| 4498 | 3.8% | |
| Other values (48) | 40915 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 95087 | |
| Uppercase Letter | 17761 | 15.0% |
| Space Separator | 4498 | 3.8% |
| Decimal Number | 1144 | 1.0% |
| Dash Punctuation | 128 | 0.1% |
| Other Punctuation | 119 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12105 | |
| a | 11922 | |
| n | 8273 | |
| r | 7782 | |
| i | 7487 | |
| o | 7380 | 7.8% |
| l | 6854 | 7.2% |
| t | 6468 | 6.8% |
| s | 5053 | 5.3% |
| u | 3268 | 3.4% |
| Other values (15) | 18495 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 1949 | |
| S | 1718 | 9.7% |
| C | 1684 | 9.5% |
| M | 1610 | 9.1% |
| L | 1391 | 7.8% |
| A | 1324 | 7.5% |
| R | 949 | 5.3% |
| V | 837 | 4.7% |
| G | 798 | 4.5% |
| E | 760 | 4.3% |
| Other values (12) | 4741 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 295 | |
| 1 | 209 | |
| 9 | 144 | |
| 3 | 133 | |
| 4 | 119 | |
| 5 | 119 | |
| 6 | 68 | 5.9% |
| 2 | 57 | 5.0% |
Space Separator
| Value | Count | Frequency (%) |
| 4498 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 128 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 112848 | |
| Common | 5889 | 5.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 12105 | 10.7% |
| a | 11922 | 10.6% |
| n | 8273 | 7.3% |
| r | 7782 | 6.9% |
| i | 7487 | 6.6% |
| o | 7380 | 6.5% |
| l | 6854 | 6.1% |
| t | 6468 | 5.7% |
| s | 5053 | 4.5% |
| u | 3268 | 2.9% |
| Other values (37) | 36256 |
Common
| Value | Count | Frequency (%) |
| 4498 | ||
| 0 | 295 | 5.0% |
| 1 | 209 | 3.5% |
| 9 | 144 | 2.4% |
| 3 | 133 | 2.3% |
| - | 128 | 2.2% |
| . | 119 | 2.0% |
| 4 | 119 | 2.0% |
| 5 | 119 | 2.0% |
| 6 | 68 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 118737 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12105 | 10.2% |
| a | 11922 | 10.0% |
| n | 8273 | 7.0% |
| r | 7782 | 6.6% |
| i | 7487 | 6.3% |
| o | 7380 | 6.2% |
| l | 6854 | 5.8% |
| t | 6468 | 5.4% |
| s | 5053 | 4.3% |
| 4498 | 3.8% | |
| Other values (48) | 40915 |
away_name
Categorical
| Distinct | 146 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 198.1 KiB |
| Tottenham | 133 |
|---|---|
| Sevilla | 133 |
| Eibar | 133 |
| Villarreal | 133 |
| Celta Vigo | 133 |
| Other values (141) |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 9.3648553 |
| Min length | 4 |
Characters and Unicode
| Total characters | 118737 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tottenham |
|---|---|
| 2nd row | Aston Villa |
| 3rd row | Watford |
| 4th row | Sunderland |
| 5th row | Crystal Palace |
Common Values
| Value | Count | Frequency (%) |
| Tottenham | 133 | 1.0% |
| Sevilla | 133 | 1.0% |
| Eibar | 133 | 1.0% |
| Villarreal | 133 | 1.0% |
| Celta Vigo | 133 | 1.0% |
| Barcelona | 133 | 1.0% |
| Valencia | 133 | 1.0% |
| Roma | 133 | 1.0% |
| Real Sociedad | 133 | 1.0% |
| Udinese | 133 | 1.0% |
| Other values (136) | 11349 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| real | 437 | 2.5% |
| united | 285 | 1.7% |
| manchester | 266 | 1.5% |
| madrid | 266 | 1.5% |
| borussia | 238 | 1.4% |
| west | 228 | 1.3% |
| berlin | 153 | 0.9% |
| tottenham | 133 | 0.8% |
| athletic | 133 | 0.8% |
| club | 133 | 0.8% |
| Other values (178) | 14904 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12104 | 10.2% |
| a | 11923 | 10.0% |
| n | 8271 | 7.0% |
| r | 7782 | 6.6% |
| i | 7481 | 6.3% |
| o | 7386 | 6.2% |
| l | 6851 | 5.8% |
| t | 6469 | 5.4% |
| s | 5053 | 4.3% |
| 4497 | 3.8% | |
| Other values (48) | 40920 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 95088 | |
| Uppercase Letter | 17761 | 15.0% |
| Space Separator | 4497 | 3.8% |
| Decimal Number | 1144 | 1.0% |
| Dash Punctuation | 128 | 0.1% |
| Other Punctuation | 119 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12104 | |
| a | 11923 | |
| n | 8271 | |
| r | 7782 | |
| i | 7481 | |
| o | 7386 | 7.8% |
| l | 6851 | 7.2% |
| t | 6469 | 6.8% |
| s | 5053 | 5.3% |
| u | 3273 | 3.4% |
| Other values (15) | 18495 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 1952 | |
| S | 1719 | 9.7% |
| C | 1686 | 9.5% |
| M | 1610 | 9.1% |
| L | 1390 | 7.8% |
| A | 1322 | 7.4% |
| R | 949 | 5.3% |
| V | 837 | 4.7% |
| G | 797 | 4.5% |
| E | 760 | 4.3% |
| Other values (12) | 4739 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 295 | |
| 1 | 209 | |
| 9 | 144 | |
| 3 | 133 | |
| 4 | 119 | |
| 5 | 119 | |
| 6 | 68 | 5.9% |
| 2 | 57 | 5.0% |
Space Separator
| Value | Count | Frequency (%) |
| 4497 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 128 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 112849 | |
| Common | 5888 | 5.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 12104 | 10.7% |
| a | 11923 | 10.6% |
| n | 8271 | 7.3% |
| r | 7782 | 6.9% |
| i | 7481 | 6.6% |
| o | 7386 | 6.5% |
| l | 6851 | 6.1% |
| t | 6469 | 5.7% |
| s | 5053 | 4.5% |
| u | 3273 | 2.9% |
| Other values (37) | 36256 |
Common
| Value | Count | Frequency (%) |
| 4497 | ||
| 0 | 295 | 5.0% |
| 1 | 209 | 3.5% |
| 9 | 144 | 2.4% |
| 3 | 133 | 2.3% |
| - | 128 | 2.2% |
| 4 | 119 | 2.0% |
| . | 119 | 2.0% |
| 5 | 119 | 2.0% |
| 6 | 68 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 118737 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12104 | 10.2% |
| a | 11923 | 10.0% |
| n | 8271 | 7.0% |
| r | 7782 | 6.6% |
| i | 7481 | 6.3% |
| o | 7386 | 6.2% |
| l | 6851 | 5.8% |
| t | 6469 | 5.4% |
| s | 5053 | 4.3% |
| 4497 | 3.8% | |
| Other values (48) | 40920 |
xGoals_home
Real number (ℝ)
| Distinct | 12490 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5023134 |
| Minimum | 0 |
|---|---|
| Maximum | 6.63049 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3494032 |
| Q1 | 0.8370005 |
| median | 1.34375 |
| Q3 | 2.007645 |
| 95-th percentile | 3.154152 |
| Maximum | 6.63049 |
| Range | 6.63049 |
| Interquartile range (IQR) | 1.1706445 |
Descriptive statistics
| Standard deviation | 0.89171186 |
|---|---|
| Coefficient of variation (CV) | 0.59355915 |
| Kurtosis | 1.6390449 |
| Mean | 1.5023134 |
| Median Absolute Deviation (MAD) | 0.568807 |
| Skewness | 1.0578785 |
| Sum | 19047.831 |
| Variance | 0.79515004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.51059 | 3 | < 0.1% |
| 1.76818 | 3 | < 0.1% |
| 1.43229 | 2 | < 0.1% |
| 1.3355 | 2 | < 0.1% |
| 2.09938 | 2 | < 0.1% |
| 2.06277 | 2 | < 0.1% |
| 1.23419 | 2 | < 0.1% |
| 1.52646 | 2 | < 0.1% |
| 2.00977 | 2 | < 0.1% |
| 2.09891 | 2 | < 0.1% |
| Other values (12480) | 12657 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.0128508 | 1 | |
| 0.0254617 | 1 | |
| 0.0268116 | 1 | |
| 0.0312154 | 1 | |
| 0.0315577 | 1 | |
| 0.0319694 | 1 | |
| 0.0388442 | 1 | |
| 0.0489155 | 1 | |
| 0.049118 | 1 |
| Value | Count | Frequency (%) |
| 6.63049 | 1 | |
| 6.61091 | 1 | |
| 6.56908 | 1 | |
| 6.46701 | 1 | |
| 6.37227 | 1 | |
| 6.1271 | 1 | |
| 6.0418 | 1 | |
| 6.02931 | 1 | |
| 5.85948 | 1 | |
| 5.85121 | 1 |
shots_home
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.707154 |
| Minimum | 0 |
|---|---|
| Maximum | 47 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 23 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.2646003 |
|---|---|
| Coefficient of variation (CV) | 0.38407685 |
| Kurtosis | 0.66789996 |
| Mean | 13.707154 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.62276821 |
| Sum | 173793 |
| Variance | 27.716017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 14 | 1019 | 8.0% |
| 11 | 999 | 7.9% |
| 12 | 979 | 7.7% |
| 13 | 970 | 7.7% |
| 10 | 883 | 7.0% |
| 15 | 851 | 6.7% |
| 9 | 806 | 6.4% |
| 16 | 803 | 6.3% |
| 8 | 654 | 5.2% |
| 17 | 647 | 5.1% |
| Other values (32) | 4068 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 9 | 0.1% |
| 2 | 21 | 0.2% |
| 3 | 66 | 0.5% |
| 4 | 117 | 0.9% |
| 5 | 227 | 1.8% |
| 6 | 376 | |
| 7 | 501 | |
| 8 | 654 | |
| 9 | 806 |
| Value | Count | Frequency (%) |
| 47 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 2 | < 0.1% |
| 37 | 3 | < 0.1% |
| 36 | 4 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 6 | |
| 33 | 12 | |
| 32 | 10 |
shotsOnTarget_home
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7427242 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 228 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.5783933 |
|---|---|
| Coefficient of variation (CV) | 0.54365239 |
| Kurtosis | 0.62557513 |
| Mean | 4.7427242 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.72254969 |
| Sum | 60133 |
| Variance | 6.6481122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 4 | 2033 | |
| 3 | 2011 | |
| 5 | 1860 | |
| 6 | 1477 | |
| 2 | 1469 | |
| 7 | 1071 | |
| 1 | 756 | 6.0% |
| 8 | 680 | 5.4% |
| 9 | 469 | 3.7% |
| 10 | 274 | 2.2% |
| Other values (9) | 579 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 228 | 1.8% |
| 1 | 756 | 6.0% |
| 2 | 1469 | |
| 3 | 2011 | |
| 4 | 2033 | |
| 5 | 1860 | |
| 6 | 1477 | |
| 7 | 1071 | |
| 8 | 680 | 5.4% |
| 9 | 469 | 3.7% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 4 | < 0.1% |
| 15 | 10 | 0.1% |
| 14 | 30 | 0.2% |
| 13 | 44 | 0.3% |
| 12 | 96 | 0.8% |
| 11 | 164 | 1.3% |
| 10 | 274 | |
| 9 | 469 |
deep_home
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4245603 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 230 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 14.1 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.2762841 |
|---|---|
| Coefficient of variation (CV) | 0.66561507 |
| Kurtosis | 3.1372821 |
| Mean | 6.4245603 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.3585005 |
| Sum | 81457 |
| Variance | 18.286606 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 4 | 1461 | |
| 5 | 1417 | |
| 6 | 1300 | |
| 3 | 1298 | |
| 7 | 1135 | |
| 2 | 1107 | |
| 8 | 884 | |
| 9 | 748 | 5.9% |
| 1 | 676 | 5.3% |
| 10 | 538 | 4.2% |
| Other values (28) | 2115 |
| Value | Count | Frequency (%) |
| 0 | 230 | 1.8% |
| 1 | 676 | |
| 2 | 1107 | |
| 3 | 1298 | |
| 4 | 1461 | |
| 5 | 1417 | |
| 6 | 1300 | |
| 7 | 1135 | |
| 8 | 884 | |
| 9 | 748 |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 2 | |
| 31 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 4 |
ppda_home
Real number (ℝ)
| Distinct | 5172 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.496327 |
| Minimum | 1.8974 |
|---|---|
| Maximum | 97.3333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 1.8974 |
|---|---|
| 5-th percentile | 4.48713 |
| Q1 | 6.8148 |
| median | 9.25 |
| Q3 | 12.61415 |
| 95-th percentile | 20.66845 |
| Maximum | 97.3333 |
| Range | 95.4359 |
| Interquartile range (IQR) | 5.79935 |
Descriptive statistics
| Standard deviation | 5.6093423 |
|---|---|
| Coefficient of variation (CV) | 0.53441003 |
| Kurtosis | 15.803202 |
| Mean | 10.496327 |
| Median Absolute Deviation (MAD) | 2.75 |
| Skewness | 2.602442 |
| Sum | 133082.93 |
| Variance | 31.464721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 54 | 0.4% |
| 10 | 52 | 0.4% |
| 11 | 47 | 0.4% |
| 6 | 47 | 0.4% |
| 7 | 46 | 0.4% |
| 9 | 40 | 0.3% |
| 12 | 37 | 0.3% |
| 10.5 | 36 | 0.3% |
| 13 | 33 | 0.3% |
| 5 | 30 | 0.2% |
| Other values (5162) | 12257 |
| Value | Count | Frequency (%) |
| 1.8974 | 1 | |
| 2.1143 | 1 | |
| 2.1935 | 1 | |
| 2.2432 | 1 | |
| 2.25 | 1 | |
| 2.2581 | 1 | |
| 2.2692 | 1 | |
| 2.2759 | 1 | |
| 2.3125 | 1 | |
| 2.3478 | 1 |
| Value | Count | Frequency (%) |
| 97.3333 | 1 | |
| 83.2 | 1 | |
| 67.5 | 1 | |
| 67.3333 | 1 | |
| 65.8571 | 1 | |
| 58.8 | 1 | |
| 56.75 | 1 | |
| 53.6667 | 1 | |
| 52.2857 | 1 | |
| 52 | 1 |
corners_home
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4879722 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 187 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9558181 |
|---|---|
| Coefficient of variation (CV) | 0.53859931 |
| Kurtosis | 0.61432727 |
| Mean | 5.4879722 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.69822552 |
| Sum | 69582 |
| Variance | 8.7368604 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 4 | 1778 | |
| 5 | 1758 | |
| 3 | 1544 | |
| 6 | 1533 | |
| 7 | 1265 | |
| 2 | 1118 | |
| 8 | 983 | |
| 9 | 678 | 5.3% |
| 1 | 594 | 4.7% |
| 10 | 489 | 3.9% |
| Other values (11) | 939 |
| Value | Count | Frequency (%) |
| 0 | 187 | 1.5% |
| 1 | 594 | 4.7% |
| 2 | 1118 | |
| 3 | 1544 | |
| 4 | 1778 | |
| 5 | 1758 | |
| 6 | 1533 | |
| 7 | 1265 | |
| 8 | 983 | |
| 9 | 678 | 5.3% |
| Value | Count | Frequency (%) |
| 20 | 3 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18 | 9 | 0.1% |
| 17 | 11 | 0.1% |
| 16 | 19 | 0.1% |
| 15 | 33 | 0.3% |
| 14 | 65 | 0.5% |
| 13 | 133 | |
| 12 | 169 | |
| 11 | 307 |
xGoals_away
Real number (ℝ)
| Distinct | 12511 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1787008 |
| Minimum | 0 |
|---|---|
| Maximum | 6.18696 |
| Zeros | 8 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2213234 |
| Q1 | 0.593545 |
| median | 1.03212 |
| Q3 | 1.59803 |
| 95-th percentile | 2.652263 |
| Maximum | 6.18696 |
| Range | 6.18696 |
| Interquartile range (IQR) | 1.004485 |
Descriptive statistics
| Standard deviation | 0.77657464 |
|---|---|
| Coefficient of variation (CV) | 0.65883951 |
| Kurtosis | 1.7082042 |
| Mean | 1.1787008 |
| Median Absolute Deviation (MAD) | 0.48809 |
| Skewness | 1.1266894 |
| Sum | 14944.747 |
| Variance | 0.60306817 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8 | 0.1% |
| 1.39172 | 3 | < 0.1% |
| 1.04957 | 3 | < 0.1% |
| 1.58437 | 3 | < 0.1% |
| 1.28316 | 2 | < 0.1% |
| 1.34566 | 2 | < 0.1% |
| 1.61764 | 2 | < 0.1% |
| 1.13378 | 2 | < 0.1% |
| 0.326909 | 2 | < 0.1% |
| 1.68478 | 2 | < 0.1% |
| Other values (12501) | 12650 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.00671621 | 1 | < 0.1% |
| 0.0127481 | 1 | < 0.1% |
| 0.0131321 | 1 | < 0.1% |
| 0.0209842 | 1 | < 0.1% |
| 0.0239835 | 1 | < 0.1% |
| 0.0254182 | 1 | < 0.1% |
| 0.0263437 | 1 | < 0.1% |
| 0.0263448 | 1 | < 0.1% |
| 0.0270339 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.18696 | 1 | |
| 5.94023 | 1 | |
| 5.76112 | 1 | |
| 5.51767 | 1 | |
| 5.40731 | 1 | |
| 5.34676 | 1 | |
| 5.2681 | 1 | |
| 5.2489 | 1 | |
| 5.0778 | 1 | |
| 5.06788 | 1 |
shots_away
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.21721 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 8 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 20 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.6566256 |
|---|---|
| Coefficient of variation (CV) | 0.41513226 |
| Kurtosis | 0.48573574 |
| Mean | 11.21721 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.6003547 |
| Sum | 142223 |
| Variance | 21.684162 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 9 | 1170 | 9.2% |
| 10 | 1105 | 8.7% |
| 11 | 1037 | 8.2% |
| 8 | 998 | 7.9% |
| 12 | 983 | 7.8% |
| 7 | 907 | 7.2% |
| 13 | 905 | 7.1% |
| 14 | 831 | 6.6% |
| 6 | 754 | 5.9% |
| 15 | 651 | 5.1% |
| Other values (25) | 3338 |
| Value | Count | Frequency (%) |
| 0 | 8 | 0.1% |
| 1 | 27 | 0.2% |
| 2 | 75 | 0.6% |
| 3 | 203 | 1.6% |
| 4 | 328 | 2.6% |
| 5 | 522 | |
| 6 | 754 | |
| 7 | 907 | |
| 8 | 998 | |
| 9 | 1170 |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 34 | 2 | < 0.1% |
| 33 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 30 | 7 | 0.1% |
| 29 | 2 | < 0.1% |
| 28 | 7 | 0.1% |
| 27 | 15 | 0.1% |
| 26 | 30 | |
| 25 | 39 |
shotsOnTarget_away
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.892736 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 431 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.2816393 |
|---|---|
| Coefficient of variation (CV) | 0.58612742 |
| Kurtosis | 0.71773842 |
| Mean | 3.892736 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.74549972 |
| Sum | 49356 |
| Variance | 5.205878 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 3 | 2333 | |
| 4 | 2114 | |
| 2 | 2080 | |
| 5 | 1627 | |
| 1 | 1277 | |
| 6 | 1191 | |
| 7 | 738 | 5.8% |
| 0 | 431 | 3.4% |
| 8 | 423 | 3.3% |
| 9 | 232 | 1.8% |
| Other values (6) | 233 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 431 | 3.4% |
| 1 | 1277 | |
| 2 | 2080 | |
| 3 | 2333 | |
| 4 | 2114 | |
| 5 | 1627 | |
| 6 | 1191 | |
| 7 | 738 | 5.8% |
| 8 | 423 | 3.3% |
| 9 | 232 | 1.8% |
| Value | Count | Frequency (%) |
| 15 | 4 | < 0.1% |
| 14 | 8 | 0.1% |
| 13 | 15 | 0.1% |
| 12 | 27 | 0.2% |
| 11 | 64 | 0.5% |
| 10 | 115 | 0.9% |
| 9 | 232 | 1.8% |
| 8 | 423 | 3.3% |
| 7 | 738 | |
| 6 | 1191 |
deep_away
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2171307 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 475 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.7138884 |
|---|---|
| Coefficient of variation (CV) | 0.71186417 |
| Kurtosis | 2.4312063 |
| Mean | 5.2171307 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.2827248 |
| Sum | 66148 |
| Variance | 13.792967 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 3 | 1656 | |
| 4 | 1624 | |
| 2 | 1520 | |
| 5 | 1410 | |
| 6 | 1172 | |
| 1 | 1117 | |
| 7 | 915 | |
| 8 | 725 | |
| 9 | 509 | 4.0% |
| 0 | 475 | 3.7% |
| Other values (19) | 1556 |
| Value | Count | Frequency (%) |
| 0 | 475 | 3.7% |
| 1 | 1117 | |
| 2 | 1520 | |
| 3 | 1656 | |
| 4 | 1624 | |
| 5 | 1410 | |
| 6 | 1172 | |
| 7 | 915 | |
| 8 | 725 | |
| 9 | 509 | 4.0% |
| Value | Count | Frequency (%) |
| 28 | 2 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 5 | < 0.1% |
| 23 | 7 | 0.1% |
| 22 | 9 | 0.1% |
| 21 | 11 | 0.1% |
| 20 | 19 | |
| 19 | 29 |
ppda_away
Real number (ℝ)
| Distinct | 5202 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.835413 |
| Minimum | 2.122 |
|---|---|
| Maximum | 152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 2.122 |
|---|---|
| 5-th percentile | 4.794 |
| Q1 | 7.48335 |
| median | 10.2286 |
| Q3 | 14.1914 |
| 95-th percentile | 24 |
| Maximum | 152 |
| Range | 149.878 |
| Interquartile range (IQR) | 6.70805 |
Descriptive statistics
| Standard deviation | 6.9255202 |
|---|---|
| Coefficient of variation (CV) | 0.5851524 |
| Kurtosis | 27.870005 |
| Mean | 11.835413 |
| Median Absolute Deviation (MAD) | 3.1881 |
| Skewness | 3.2775277 |
| Sum | 150061.2 |
| Variance | 47.962829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 56 | 0.4% |
| 9 | 50 | 0.4% |
| 11 | 48 | 0.4% |
| 8 | 47 | 0.4% |
| 6 | 44 | 0.3% |
| 13 | 40 | 0.3% |
| 7 | 40 | 0.3% |
| 12 | 36 | 0.3% |
| 15 | 31 | 0.2% |
| 14 | 30 | 0.2% |
| Other values (5192) | 12257 |
| Value | Count | Frequency (%) |
| 2.122 | 1 | |
| 2.3684 | 1 | |
| 2.3889 | 1 | |
| 2.3929 | 1 | |
| 2.4138 | 1 | |
| 2.4211 | 1 | |
| 2.4412 | 1 | |
| 2.4483 | 1 | |
| 2.5 | 1 | |
| 2.5294 | 1 |
| Value | Count | Frequency (%) |
| 152 | 1 | |
| 91.8 | 1 | |
| 90.3333 | 1 | |
| 89.5 | 1 | |
| 82.8571 | 1 | |
| 82.6667 | 1 | |
| 82.2 | 1 | |
| 81.2857 | 1 | |
| 79.3333 | 1 | |
| 79.1667 | 1 |
corners_away
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.468018 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 356 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 198.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.6034486 |
|---|---|
| Coefficient of variation (CV) | 0.58268534 |
| Kurtosis | 0.55336653 |
| Mean | 4.468018 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.70074213 |
| Sum | 56650 |
| Variance | 6.7779446 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 4 | 1987 | |
| 3 | 1952 | |
| 5 | 1723 | |
| 2 | 1594 | |
| 6 | 1345 | |
| 1 | 1121 | |
| 7 | 1016 | |
| 8 | 633 | 5.0% |
| 9 | 417 | 3.3% |
| 0 | 356 | 2.8% |
| Other values (10) | 535 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 356 | 2.8% |
| 1 | 1121 | |
| 2 | 1594 | |
| 3 | 1952 | |
| 4 | 1987 | |
| 5 | 1723 | |
| 6 | 1345 | |
| 7 | 1016 | |
| 8 | 633 | 5.0% |
| 9 | 417 | 3.3% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 6 | < 0.1% |
| 14 | 22 | 0.2% |
| 13 | 42 | 0.3% |
| 12 | 74 | 0.6% |
| 11 | 132 | |
| 10 | 252 |
| gameID | season | homeTeamID | awayTeamID | homeGoals | awayGoals | home_club_id | away_club_id | xGoals_home | shots_home | shotsOnTarget_home | deep_home | ppda_home | corners_home | xGoals_away | shots_away | shotsOnTarget_away | deep_away | ppda_away | corners_away | result_away | result_home | liga | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gameID | 1.000 | 0.878 | 0.210 | 0.210 | -0.009 | 0.045 | 0.001 | 0.000 | 0.012 | -0.043 | -0.025 | 0.003 | 0.168 | -0.055 | 0.077 | 0.006 | 0.010 | 0.046 | 0.143 | -0.001 | 0.033 | 0.033 | 0.292 |
| season | 0.878 | 1.000 | 0.105 | 0.106 | -0.004 | 0.051 | 0.002 | 0.001 | 0.016 | -0.046 | -0.023 | 0.021 | 0.190 | -0.058 | 0.089 | 0.011 | 0.018 | 0.070 | 0.157 | 0.007 | 0.032 | 0.032 | 0.000 |
| homeTeamID | 0.210 | 0.105 | 1.000 | 0.639 | -0.069 | 0.012 | 0.202 | 0.109 | -0.076 | -0.109 | -0.082 | -0.173 | -0.001 | -0.086 | 0.003 | -0.025 | 0.011 | -0.074 | -0.065 | -0.041 | 0.086 | 0.086 | 0.774 |
| awayTeamID | 0.210 | 0.106 | 0.639 | 1.000 | 0.034 | -0.072 | 0.110 | 0.202 | 0.040 | -0.005 | 0.026 | -0.063 | -0.083 | -0.009 | -0.099 | -0.117 | -0.086 | -0.202 | 0.042 | -0.098 | 0.071 | 0.071 | 0.774 |
| homeGoals | -0.009 | -0.004 | -0.069 | 0.034 | 1.000 | -0.076 | -0.114 | 0.052 | 0.608 | 0.264 | 0.567 | 0.244 | -0.017 | 0.012 | -0.133 | -0.076 | -0.096 | -0.098 | 0.125 | -0.023 | 0.463 | 0.463 | 0.018 |
| awayGoals | 0.045 | 0.051 | 0.012 | -0.072 | -0.076 | 1.000 | 0.043 | -0.102 | -0.125 | -0.063 | -0.094 | -0.065 | 0.082 | -0.042 | 0.607 | 0.302 | 0.563 | 0.251 | -0.053 | 0.037 | 0.489 | 0.489 | 0.034 |
| home_club_id | 0.001 | 0.002 | 0.202 | 0.110 | -0.114 | 0.043 | 1.000 | 0.196 | -0.138 | -0.114 | -0.123 | -0.171 | 0.048 | -0.075 | 0.036 | 0.020 | 0.024 | 0.026 | -0.141 | 0.039 | 0.058 | 0.058 | 0.207 |
| away_club_id | 0.000 | 0.001 | 0.109 | 0.202 | 0.052 | -0.102 | 0.196 | 1.000 | 0.063 | 0.043 | 0.034 | 0.044 | -0.146 | 0.081 | -0.141 | -0.118 | -0.130 | -0.172 | 0.073 | -0.070 | 0.068 | 0.068 | 0.207 |
| xGoals_home | 0.012 | 0.016 | -0.076 | 0.040 | 0.608 | -0.125 | -0.138 | 0.063 | 1.000 | 0.616 | 0.660 | 0.476 | -0.177 | 0.254 | -0.192 | -0.195 | -0.160 | -0.201 | 0.257 | -0.148 | 0.320 | 0.320 | 0.031 |
| shots_home | -0.043 | -0.046 | -0.109 | -0.005 | 0.264 | -0.063 | -0.114 | 0.043 | 0.616 | 1.000 | 0.643 | 0.554 | -0.315 | 0.502 | -0.201 | -0.301 | -0.181 | -0.284 | 0.371 | -0.263 | 0.126 | 0.126 | 0.059 |
| shotsOnTarget_home | -0.025 | -0.023 | -0.082 | 0.026 | 0.567 | -0.094 | -0.123 | 0.034 | 0.660 | 0.643 | 1.000 | 0.418 | -0.173 | 0.285 | -0.173 | -0.195 | -0.143 | -0.194 | 0.261 | -0.149 | 0.290 | 0.290 | 0.034 |
| deep_home | 0.003 | 0.021 | -0.173 | -0.063 | 0.244 | -0.065 | -0.171 | 0.044 | 0.476 | 0.554 | 0.418 | 1.000 | -0.289 | 0.368 | -0.167 | -0.249 | -0.151 | -0.231 | 0.399 | -0.216 | 0.124 | 0.124 | 0.075 |
| ppda_home | 0.168 | 0.190 | -0.001 | -0.083 | -0.017 | 0.082 | 0.048 | -0.146 | -0.177 | -0.315 | -0.173 | -0.289 | 1.000 | -0.309 | 0.213 | 0.332 | 0.205 | 0.370 | -0.188 | 0.245 | 0.071 | 0.071 | 0.058 |
| corners_home | -0.055 | -0.058 | -0.086 | -0.009 | 0.012 | -0.042 | -0.075 | 0.081 | 0.254 | 0.502 | 0.285 | 0.368 | -0.309 | 1.000 | -0.171 | -0.270 | -0.157 | -0.248 | 0.270 | -0.235 | 0.044 | 0.044 | 0.040 |
| xGoals_away | 0.077 | 0.089 | 0.003 | -0.099 | -0.133 | 0.607 | 0.036 | -0.141 | -0.192 | -0.201 | -0.173 | -0.167 | 0.213 | -0.171 | 1.000 | 0.631 | 0.654 | 0.490 | -0.184 | 0.259 | 0.329 | 0.329 | 0.041 |
| shots_away | 0.006 | 0.011 | -0.025 | -0.117 | -0.076 | 0.302 | 0.020 | -0.118 | -0.195 | -0.301 | -0.195 | -0.249 | 0.332 | -0.270 | 0.631 | 1.000 | 0.652 | 0.554 | -0.307 | 0.476 | 0.153 | 0.153 | 0.068 |
| shotsOnTarget_away | 0.010 | 0.018 | 0.011 | -0.086 | -0.096 | 0.563 | 0.024 | -0.130 | -0.160 | -0.181 | -0.143 | -0.151 | 0.205 | -0.157 | 0.654 | 0.652 | 1.000 | 0.420 | -0.174 | 0.269 | 0.295 | 0.295 | 0.045 |
| deep_away | 0.046 | 0.070 | -0.074 | -0.202 | -0.098 | 0.251 | 0.026 | -0.172 | -0.201 | -0.284 | -0.194 | -0.231 | 0.370 | -0.248 | 0.490 | 0.554 | 0.420 | 1.000 | -0.300 | 0.343 | 0.155 | 0.155 | 0.080 |
| ppda_away | 0.143 | 0.157 | -0.065 | 0.042 | 0.125 | -0.053 | -0.141 | 0.073 | 0.257 | 0.371 | 0.261 | 0.399 | -0.188 | 0.270 | -0.184 | -0.307 | -0.174 | -0.300 | 1.000 | -0.288 | 0.086 | 0.086 | 0.051 |
| corners_away | -0.001 | 0.007 | -0.041 | -0.098 | -0.023 | 0.037 | 0.039 | -0.070 | -0.148 | -0.263 | -0.149 | -0.216 | 0.245 | -0.235 | 0.259 | 0.476 | 0.269 | 0.343 | -0.288 | 1.000 | 0.018 | 0.018 | 0.039 |
| result_away | 0.033 | 0.032 | 0.086 | 0.071 | 0.463 | 0.489 | 0.058 | 0.068 | 0.320 | 0.126 | 0.290 | 0.124 | 0.071 | 0.044 | 0.329 | 0.153 | 0.295 | 0.155 | 0.086 | 0.018 | 1.000 | 1.000 | 0.009 |
| result_home | 0.033 | 0.032 | 0.086 | 0.071 | 0.463 | 0.489 | 0.058 | 0.068 | 0.320 | 0.126 | 0.290 | 0.124 | 0.071 | 0.044 | 0.329 | 0.153 | 0.295 | 0.155 | 0.086 | 0.018 | 1.000 | 1.000 | 0.009 |
| liga | 0.292 | 0.000 | 0.774 | 0.774 | 0.018 | 0.034 | 0.207 | 0.207 | 0.031 | 0.059 | 0.034 | 0.075 | 0.058 | 0.040 | 0.041 | 0.068 | 0.045 | 0.080 | 0.051 | 0.039 | 0.009 | 0.009 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| gameID | season | date | homeTeamID | awayTeamID | homeGoals | awayGoals | home_club_id | away_club_id | result_away | result_home | liga | home_name | away_name | xGoals_home | shots_home | shotsOnTarget_home | deep_home | ppda_home | corners_home | xGoals_away | shots_away | shotsOnTarget_away | deep_away | ppda_away | corners_away | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 81.0 | 2015.0 | 2015-08-08 | 89.0 | 82.0 | 1.0 | 0.0 | 985 | 148 | L | W | Premier League | Manchester United | Tottenham | 0.627539 | 9.0 | 1.0 | 4.0 | 13.8261 | 1.0 | 0.674600 | 9.0 | 4.0 | 10.0 | 8.2188 | 2.0 |
| 1 | 82.0 | 2015.0 | 2015-08-08 | 73.0 | 71.0 | 0.0 | 1.0 | 989 | 405 | W | L | Premier League | Bournemouth | Aston Villa | 0.876106 | 11.0 | 2.0 | 11.0 | 6.9000 | 6.0 | 0.782253 | 7.0 | 3.0 | 2.0 | 11.8462 | 3.0 |
| 2 | 83.0 | 2015.0 | 2015-08-08 | 72.0 | 90.0 | 2.0 | 2.0 | 29 | 1010 | D | D | Premier League | Everton | Watford | 0.604226 | 10.0 | 5.0 | 5.0 | 6.6500 | 8.0 | 0.557892 | 11.0 | 5.0 | 4.0 | 17.1579 | 2.0 |
| 3 | 84.0 | 2015.0 | 2015-08-08 | 75.0 | 77.0 | 4.0 | 2.0 | 1003 | 289 | L | W | Premier League | Leicester | Sunderland | 2.568030 | 19.0 | 8.0 | 5.0 | 10.8800 | 6.0 | 1.459460 | 11.0 | 5.0 | 6.0 | 9.5556 | 3.0 |
| 4 | 85.0 | 2015.0 | 2015-08-08 | 79.0 | 78.0 | 1.0 | 3.0 | 1123 | 873 | W | L | Premier League | Norwich | Crystal Palace | 1.130760 | 17.0 | 6.0 | 5.0 | 5.7368 | 1.0 | 2.109750 | 11.0 | 7.0 | 10.0 | 10.6250 | 4.0 |
| 5 | 86.0 | 2015.0 | 2015-08-08 | 80.0 | 84.0 | 2.0 | 2.0 | 631 | 2288 | D | D | Premier League | Chelsea | Swansea | 0.643960 | 11.0 | 3.0 | 10.0 | 10.3636 | 4.0 | 2.592030 | 17.0 | 10.0 | 5.0 | 8.8333 | 8.0 |
| 6 | 87.0 | 2015.0 | 2015-08-09 | 86.0 | 74.0 | 2.0 | 2.0 | 762 | 180 | D | D | Premier League | Newcastle United | Southampton | 1.546130 | 9.0 | 4.0 | 3.0 | 12.7222 | 6.0 | 1.252900 | 14.0 | 4.0 | 5.0 | 7.0000 | 6.0 |
| 7 | 88.0 | 2015.0 | 2015-08-09 | 83.0 | 81.0 | 0.0 | 2.0 | 11 | 379 | W | L | Premier League | Arsenal | West Ham | 1.331660 | 22.0 | 6.0 | 11.0 | 8.1667 | 5.0 | 0.535961 | 8.0 | 4.0 | 0.0 | 12.4545 | 4.0 |
| 8 | 89.0 | 2015.0 | 2015-08-09 | 85.0 | 87.0 | 0.0 | 1.0 | 512 | 31 | W | L | Premier League | Stoke | Liverpool | 0.381274 | 7.0 | 1.0 | 2.0 | 11.9130 | 3.0 | 0.329873 | 8.0 | 3.0 | 5.0 | 9.3462 | 5.0 |
| 9 | 90.0 | 2015.0 | 2015-08-10 | 76.0 | 88.0 | 0.0 | 3.0 | 984 | 281 | W | L | Premier League | West Bromwich Albion | Manchester City | 0.435238 | 9.0 | 2.0 | 4.0 | 23.2941 | 6.0 | 1.924200 | 20.0 | 7.0 | 8.0 | 8.0870 | 6.0 |
| gameID | season | date | homeTeamID | awayTeamID | homeGoals | awayGoals | home_club_id | away_club_id | result_away | result_home | liga | home_name | away_name | xGoals_home | shots_home | shotsOnTarget_home | deep_home | ppda_home | corners_home | xGoals_away | shots_away | shotsOnTarget_away | deep_away | ppda_away | corners_away | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12669 | 16126.0 | 2020.0 | 2021-05-23 | 167.0 | 160.0 | 1.0 | 2.0 | 1420 | 1082 | W | L | Ligue 1 | Angers | Lille | 0.736956 | 10.0 | 4.0 | 2.0 | 16.3333 | 4.0 | 1.561920 | 5.0 | 2.0 | 0.0 | 15.9286 | 2.0 |
| 12670 | 16127.0 | 2020.0 | 2021-05-23 | 241.0 | 161.0 | 0.0 | 2.0 | 3911 | 583 | W | L | Ligue 1 | Brest | Paris Saint Germain | 0.574713 | 6.0 | 5.0 | 4.0 | 26.5385 | 5.0 | 2.016700 | 9.0 | 4.0 | 6.0 | 11.5000 | 4.0 |
| 12671 | 16128.0 | 2020.0 | 2021-05-23 | 210.0 | 171.0 | 0.0 | 0.0 | 826 | 162 | D | D | Ligue 1 | Lens | Monaco | 0.238390 | 4.0 | 1.0 | 2.0 | 24.7692 | 2.0 | 1.308000 | 19.0 | 3.0 | 12.0 | 7.8696 | 7.0 |
| 12672 | 16129.0 | 2020.0 | 2021-05-23 | 178.0 | 170.0 | 2.0 | 3.0 | 1041 | 417 | W | L | Ligue 1 | Lyon | Nizza | 1.328090 | 12.0 | 6.0 | 12.0 | 15.0000 | 6.0 | 1.473660 | 14.0 | 6.0 | 6.0 | 16.1176 | 6.0 |
| 12673 | 16130.0 | 2020.0 | 2021-05-23 | 180.0 | 164.0 | 1.0 | 1.0 | 347 | 244 | D | D | Ligue 1 | Metz | Marseille | 1.089440 | 10.0 | 3.0 | 3.0 | 20.0952 | 1.0 | 1.150220 | 9.0 | 2.0 | 3.0 | 9.0476 | 10.0 |
| 12674 | 16131.0 | 2020.0 | 2021-05-23 | 168.0 | 166.0 | 1.0 | 2.0 | 995 | 969 | W | L | Ligue 1 | Nantes | Montpellier | 1.411190 | 15.0 | 5.0 | 17.0 | 12.3684 | 9.0 | 1.707510 | 8.0 | 5.0 | 3.0 | 8.3529 | 5.0 |
| 12675 | 16132.0 | 2020.0 | 2021-05-23 | 177.0 | 176.0 | 1.0 | 2.0 | 1421 | 40 | W | L | Ligue 1 | Reims | Bordeaux | 1.198190 | 10.0 | 3.0 | 3.0 | 16.2632 | 5.0 | 1.238050 | 12.0 | 5.0 | 4.0 | 27.0000 | 2.0 |
| 12676 | 16133.0 | 2020.0 | 2021-05-23 | 163.0 | 235.0 | 2.0 | 0.0 | 273 | 1160 | L | W | Ligue 1 | Rennes | Nimes | 1.332690 | 12.0 | 6.0 | 10.0 | 8.2857 | 4.0 | 0.357583 | 9.0 | 2.0 | 0.0 | 39.7273 | 3.0 |
| 12677 | 16134.0 | 2020.0 | 2021-05-23 | 175.0 | 181.0 | 0.0 | 1.0 | 618 | 2969 | W | L | Ligue 1 | Saint-Etienne | Dijon | 1.460500 | 19.0 | 5.0 | 6.0 | 7.5600 | 9.0 | 1.380290 | 10.0 | 2.0 | 3.0 | 14.7200 | 3.0 |
| 12678 | 16135.0 | 2020.0 | 2021-05-23 | 225.0 | 179.0 | 1.0 | 1.0 | 667 | 1158 | D | D | Ligue 1 | Strasbourg | Lorient | 0.323960 | 6.0 | 2.0 | 1.0 | 15.1000 | 2.0 | 0.521913 | 7.0 | 1.0 | 0.0 | 15.9524 | 3.0 |